Healthcare processes are complex due to the individuality of each patient, so process mining is particularly useful for understanding them. Process maps Owen's research group discovered at a UK hospital illustrated how often patients were misdiagnosed and sent around. Owen talks about their studies as well as their methodological framework for process mining in healthcare.
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41: Building Trust
Data protection teams, the works council, and process owners need to trust that you will act responsibly in your process mining project. How do you address their concerns? We talk with Daniel about the organizational side (who to involve when and how) as well as technical steps you can take, such as removing unnecessary information, anonymization, and pseudonymization.
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40: Comparisons
How do you determine what you should compare in a process? Hanna discovered a process at her bank for three different regions. She analyzed the case durations but also rework, parallel vs. sequential flows, and long waiting times. After understanding the different process characteristics in each region, Hanna identified best practices for improving them.
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39: Clickstreams
Clickstreams are the digital traces that visitors leave when they navigate through a website. You can then analyze this data with process mining to make the website more effective or user-friendly. Irene shares her experience of a recent clickstream analysis project. We discuss why the funnels of traditional web analytics are not enough to understand behavior.
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38: Challenges
Vinicius, Rudi, and Anne talk about the common challenges and best practices for process mining. They discuss the importance and unimportance of data quality, data privacy, process mining methodologies, and domain expertise. What must you do to ensure your process mining initiative is successful? Watch the café to find out!
All work and no play makes Jack a dull boy. After a long day of hard work in the process mines, we gather in our friendly neighborhood café to find out what's happening, meet new friends, and spend some quality time with our fellow process miners.
South Africa